Research Team

Research Staff

Dr. Sengthavy Phommixay

Dr. Sengthavy Phommixay

Senior Research Fellow

sengthavy@nus.edu.sg

Dr. Shitikantha Dash

Dr. Shitikantha Dash

Research Fellow

sdash@nus.edu.sg

Dr. Dikshit Chauhan

Dr. Dikshit Chauhan

Research Fellow

diksh_06@nus.edu.sg

Graduate Students

Wong Yoke Ling, Noelle

Wong Yoke Ling, Noelle

PhD Student

e0425189@u.nus.edu

Varsha Dahiya

Varsha Dahiya

PhD Student

varsha.dahiya@u.nus.edu

Xiang Yue, Steven

Xiang Yue, Steven

PhD Student

xiang.yue@u.nus.edu

Kang Hean Ming

Kang Hean Ming

PhD Student

kang.heanming@u.nus.edu

Undergraduate Students (FYP)

Name Project Title Year
Wu Yitong Optimal Home Energy Management System with Renewable Energy and Storage Integration 2025-2026
Wang Feiran Optimal Home Energy Management System with Renewable Energy and Storage Integration 2025-2026
Peng Junjie Deep Learning Model for Accurate PUE Prediction in Data Centers 2025-2026
Fu Guanyu Deep Learning Model for Accurate PUE Prediction in Data Centers 2025-2026
Cheng Sheng Physics-Inspired Evolutionary Optimization for Complex Problem Solving 2025-2026

Alumni

Name Thesis Title Degree Year
Yingqi Liang Robust Data-Driven Sparse Sensitivity Estimation: Theory and Applications to Cyber-Physical-Social Power Systems PhD 2020-2024
Can Berk Saner, John Modeling and Optimization Frameworks for Electric Vehicle Charging: From Scheduling to Integrated Planning PhD 2020-2024
Gnana Sambandam Low Frequency Modulation Techniques For Multilevel Converters for Solar Application PhD 2014-2018
Bal SatarupaSoft Switching Current-Fed Three-Phase Power Converters for Micro-Grid ApplicationsPhD2014-2018
Rahul MehtaIntelligent Energy Management In Power Distribution SystemsPhD2013-2017
Dhivya Sampath KumarImpact Analysis of Distributed Generators on the Protection and Stability of Power SystemsPhD2013-2017
Anurag SharmaMulti-Agent Based Fault Restoration for Distributed Energy SystemsPhD2012-2016
Anupam TrivediMulti-Objective Power System Scheduling Using Evolutionary AlgorithmsPhD2011-2015
Quan HaoUncertainty Modeling in Distributed Power SystemsPhD2010-2014
Zhao XinjieIterative Learning Control for Intelligent Transportation SystemsPhD2009-2013
Thillainathan LogenthiranMulti-Agent System for Control and Management of Distributed Power SystemsPhD2009-2013
Liu ChaoElectricity MarketsMSc2012-2013
Congmiao LiDistributed Multi-Agent Based Traffic ControlMSc2012-2013
Ly Trong TrungCo-Evolutionary Bidding and Cooperation Strategies for Buyers in Power MarketsMEng2010-2012
Vishal SharmaElectricity Price Time Series Forecasting in Deregulated Markets Using Recurrent Neural Network Based ApproachesPhD2008-2012
Balaji Parasumanna GokulanDistributed Multi-Agent Based Traffic Management SystemPhD2008-2012
Lau Yong FuAn Agent-Based Computational Economics Model of the National Electricity Market of SingaporeMEng2010-2012
Bharat MenonDecision Making in Multi-Agent SystemsMSc2011-2012
Sangeetha MenonLearning in Multi-Agent SystemsMSc2011-2012
Shivangi GuptaNeural Networks for Prediction and Control of Solar PV SystemsMSc2011-2012
Yik JiaweiModeling and Planning of Manpower Supply and DemandMEng2009-2011
Dinesh Kumar AmbalavananMulti-Agent System for Restructured Energy SystemsMSc2010-2011
Irfan Mulyawan MalikOptimum Power Flow Using Flexible Genetic Algorithm Model in Practical Power SystemsMEng2008-2010
Vineet YadavShort-Term Load Forecasting with the SOM-Based Hybrid Neural NetworksMEng2005-2009
Lily RachmawatiIncorporation of Human Decision Making Preference into Evolutionary Multi-Objective OptimizationPhD2004-2008
Deng HengHigh-Performance Digital Control of UPS InvertersPhD2006-2008
Xavier Jean Albert GermanA Distributed, Cooperative Multi-Agent System for Real-Time Traffic Signal ControlMEng2006-2008
Vasanth SubramanyamEvolution of Artificial Neural Network Controller for a Boost ConverterMEng2003-2006
Choy Min CheeCooperative, Hybrid Multi-Agent Systems for Distributed, Real-Time Traffic Signal ControlPhD2005-2006
Chazelas Jerome Elie GermainMulti-Agent System for Modelling the Restructured Energy MarketMEng2005-2006
Tran Quoc LongAn Adaptive Model for Multi-Modal Biometrics Decision FusionMEng2003-2005
Ng Win SiauPower Harmonics Analysis for Electrical Device Signature Identification Using Artificial Neural Network and Support Vector MachineMEng2001-2005
Kanakasabai ViswanathanDynamic Performance Improvement in Boost and Buck-Boost-Derived Power Electronic ConvertersPhD2003-2004
Seow Tian HouParticle Swarm Algorithms for Solving Highly Constrained Time-Tabling ProblemMSc2003-2004
Koay Chin AikMulti-Objective Optimization Using Stimulated EvolutionMSc2002-2004
Marwaha ShivanajayComputationally Intelligent Routing Strategies for Mobile Wireless Ad Hoc NetworksMEng1997-2001
Jin XinDevelopment of Adaptive Expressway Incident Detection Using Systems Genetic Algorithm and Neural NetworksPhD1996-1998
Xu XiaoyanImproved Optimization Techniques for Signaling Layout Design - Mass Rapid Transit SystemMEng1996-1998
Tan Swee SienAdaptive Short-Term Electrical Load Forecaster Using Artificial Neural NetworksMEng1996-1998
Low Jiun ShiahRailway Traction Substation Optimizations with Tabu Search ApproachMEng1996-1998
Chen JinmingFuzzy Expert System for Fault Diagnosis of Power SystemsMEng1995-1997

FYP Students (Graduated)

Name Thesis Title Year
Muhammad Hafeez Bin SalimProtection of Microgrids by Implementing a Decentralized Protection Using Adaptive Overcurrent Relays with Communication2018-2019
Tiang Yao TianDesign and Implementation of Smart Microgrid Energy Management System Using Software Agents2018-2019
Anirudh BanerjeeStability of Microgrids2018-2019
Zhang YayuA Unified Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization Problems2018-2019
Ashiq Ali Bin Mohamed KassimSmart Grid Demand Side Management with Electric Vehicles2017-2018
Farwa CheemaForecasting of Electricity Price Using Deep Learning Networks2017-2018
Lau Hui Chye PrestonSolar Photovoltaic System Guide and Improvement of Transient Response of PV Systems Using Virtual Inertia2017-2018
M Saboor-Ul-HaseenaUncertainty Handling in Electricity Market Operations2017-2018
Teo Jin KunOptimal Energy Management of Energy Storage Systems for Different Grid Applications2017-2018
Hau Chong AihOptimal Allocation of ESS in Distribution Network2016-2017
Kim SohyeonThe Integration of Energy Storage System into Ship Power System: Power Optimisation and Risk Assessment of Lithium-Ion Battery Hybrid Ships with the Reduction of Greenhouse Gases2016-2017
Min JunhuaCongestion Management in Smart Distribution Systems2016-2017
Li ZixuanMulti-objective Optimal Energy Consumption Scheduling in Smart Grids2015-2016
Nurul Amalina Bte AzizA Deterministic Demand Response System with Smart Home Energy Management Devices2015-2016
Chen ZiqingActive Network Management in Smart Distribution Systems2015-2016
Zhao Yulin RachelOptimal Sizing and Placement of Energy Storage Systems in Distribution System2015-2016
Han TianyiDetermining Optimal Location and Size of Distributed Generation Resources Considering Harmonic and Protection Coordination Limits2014-2015
Samson Shih Shan YaoMulti-Objective Heuristic EV Charging/Discharging Scheduling Algorithm2014-2015
Tang YananMulti Objective Optimal Energy Consumption Scheduling in Smart Grids2014-2015
Sanjana RajgarihaAutonomous Demand-Side Management for Energy Consumption Scheduling in a Smart Grid2013-2014
Sudharshan MuraliMulti-objective Security-Constrained Wind-Thermal Power System Scheduling2013-2014
Chew Zhen HuiWind Turbine Modeling: Control Systems and Efficiency Factors2012-2013
Lee Jin YuanKey Renewable Energy Development - Solar Panels2012-2013
Chia Sy EnDistributed Control Algorithms for Enhanced Operation of Smart Distribution System2012-2013
Ei PhyuPower System Demand Side Management2012-2013
Lau Yong FuAn Agent-Based Computational Economics Model of the National Electricity Market of Singapore2011-2012
Xu ZhihongUncertainty Handling in Unit Commitment Problem2011-2012
Koh Wen Mei VanessaA Multi-Agent Approach to Decentralised Demand Side Management2011-2012
Chee Bing KiatMulti-Objective Thermal Generator Scheduling2011-2012
Payodh MalhotraComputational Intelligence Techniques for Context-Aware Vehicle Routing2010-2011
Tan Zong ShunDemand Side Management of a Microgrid2010-2011
Le Thanh Xuan YenOptimal Operation of Solar Generation Integrated Power System2010-2011
Shambhavi GuptaShort-Term Prediction of Solar Electricity Generation2010-2011
Marzia TabassumEvolutionary Algorithms for Solving High Dimensional Problems2010-2011
Rollen GomesShort Term Price Forecasting in Electricity Markets2010-2011
Yik JiaweiModelling and Planning of Manpower Supply and Demand2009-2010
Lin Phyo NaingEstimation of Solar Power Generating Capacity2009-2010
Chen Yuanwei EzekielDevelopment of 3D Terrain Mapping Module of an Archaeological and Exploration Robot2009-2010
Gundam SujanaCorrelation Analysis of Solar Power and Electric Demand2009-2010
Ly Trong TrungEvolutionary Computation for Optimization of Renewable Energy Sources2009-2010
Goh Jun LinDevelopment of Intelligent Optimization Algorithm for Distributed Renewable Energy Sources2008-2009
Siew Tuck Sing TerenceResearch on Photovoltaic (PV) Inverter Technologies2008-2009
P. Dinidu Sachitra DiasMulti-Agent System for Modeling of Distributed Energy Sources2008-2009
Zhang YouweiAutomatic Design of Fuzzy Neural Network2008-2009
Li Bingrui JoelPower Market Modeling with Type-2 Fuzzy Logic and Game Theory2007-2008
Zhang GuofanHybrid Evolutionary Model for Financial Series Forecasting2007-2008
Ali Muzaffar CheemaEvolutionary Algorithm for Creating Visual Art2007-2008
Rehman RafiqTime Series Forecasting Using Neural Networks and Wavelet Techniques2007-2008
Ng Yee GueEvolving Cooperative Bidding Strategies in a Power Market2007-2008
Wang JiayuanData Mining in Stock Picking2007-2008
Ow YonghongOptimization in Data Mining for Online Advertising Data2007-2008
Tan Jiecong KennethEstablishment of an Effective Capacitance/Temperature Characterization Capability2007-2008

Exchange Students (Since 2023)

Name Email Address Year
Zhang Yupingzyp@njust.edu.cnJan 2026-Jan 2027
Sun Yichenyichensun@mail.shiep.edu.cnJan 2026-Jan 2027
Yang Yuyangyu1687@gmail.comOct 2025-May 2026
Ban Xuanxuanxxuanban@163.comAug 2025-May 2026
Liu Jiajiajiax2liu@gmail.comApr 2025-Apr 2026
Wang Kai (Kevin)wangkai1998@seu.edu.cnApr 2025-Mar 2026
Wang Kaifengqq861554820@outlook.comNov 2024-Nov 2025
Zeng Xinee_xinzeng@163.comJan 2025-Jan 2026
Wang Yuanyuanwyy12689@whut.edu.cnAug 2023-Aug 2024
Chen Jianrunepjrchen@163.comDec 2023-Jan 2025
Deng Haorandenghryanyan@163.comNov 2023-Nov 2024
Chen Qifanqf_chen@foxmail.comAug 2024-Nov 2024
Zhao Feizhaofei1@epri.sgcc.com.cnOct 2023-Apr 2024
Wang Yanxinyanxinwang@xjtu.edu.cnOct 2023-Oct 2024
Wang Sensenwanghh@gmail.comOct 2022-Oct 2023